StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation.

Sen Yang 0008 https://orcid.org/0009-0009-5282-7986 https://www.wikidata.org/entity/Q130808425 Zhejiang Lab, Hangzhou, China Sen Yang Sen Yang 0001 Facebook, Inc., Menlo Park, CA, USA Georgia Institute of Technology, Atlanta, GA, USA Shanghai Jiao Tong University, Department of Electrical Engineering, China https://www.linkedin.com/in/syang1987 https://orcid.org/0000-0001-8084-7233 Sen Yang 0002 Sen (Forrest) Yang LinkedIn, Sunnyvale, CA, USA Rutgers University, Electrical and Computer Engineering Department, Piscataway, NJ, USA https://forrestyang119.github.io/ https://scholar.google.com/citations?user=bQ3SkYAAAAAJ https://www.linkedin.com/in/sen-yang-60095b8a https://orcid.org/0000-0003-0407-6398 https://www.wikidata.org/entity/Q131161458 Sen Yang 0003 National University of Defense Technology, School of Computer, Changsha, China https://orcid.org/0000-0003-3222-2268 https://www.wikidata.org/entity/Q130800373 Sen Yang 0004 Kuaishou Technology, Beijing, China Alibaba Group, Hangzhou, China Arizona State University, School of Computer Science and Engineering, Tempe, AZ, USA http://senyang.info/ https://www.linkedin.com/in/senyangasu https://ieeexplore.ieee.org/author/37086315383 Sen Yang 0005 Chinese University of Hong Kong, Shatin, Hong Kong https://ringos.github.io/ https://scholar.google.com/citations?user=FNq7gCcAAAAJ https://github.com/RingoS Sen Yang 0006 Stanford University, Department of Radiation Oncology, CA, USA Tencent AI Laboratory, Shenzhen, China Sichuan University, College of Biomedical Engineering, Chengdu, China https://profiles.stanford.edu/336997 https://orcid.org/0000-0002-0639-4122 https://scholar.google.com/citations?user=I9y7C2UAAAAJ https://www.linkedin.com/in/sen-yang-223525186/ Sen Yang 0007 https://orcid.org/0000-0002-1293-8990 West Yunnan University of Applied Sciences, Dali, Yunnan, China Sen Yang 0009 https://orcid.org/0009-0006-7887-6952 Harbin Institute of Technology, Harbin, Heilongjiang, China Sen Yang 0010 https://orcid.org/0009-0008-4041-8117 Huazhong Agricultural University, Wuhan, China Sen Yang 0011 Yale University, New Haven, CT, USA https://syang.xyz/ https://orcid.org/0000-0002-8866-2097 https://scholar.google.com/citations?user=LawrlxIAAAAJ https://www.wikidata.org/entity/Q130822180 Sen Yang 0012 https://orcid.org/0009-0002-6006-9029 State Grid Taizhou Power Supply Company, Taizhou, China Sen Yang 0013 https://orcid.org/0000-0001-5393-0488 Air Force Engineering University, Xi'an, China Sen Yang 0014 https://orcid.org/0000-0002-9990-2236 Apple Inc, Cupertino, CA, China Sen Yang 0015 https://orcid.org/0009-0009-1207-1248 Nanjing University, Nanjing, Jiangsu, China Sen Yang 0016 https://orcid.org/0000-0003-2642-6408 University of Nottingham Ningbo China, Ningbo, Zhejiang, China Sen Yang 0017 https://orcid.org/0000-0003-4177-0653 Changzhou University, Changzhou, Jiangsu, China Sen Yang 0018 https://orcid.org/0000-0002-2263-8000 https://www.wikidata.org/entity/Q130908979 Army Engineering University of PLA, Nanjing, China Sen Yang 0019 https://orcid.org/0000-0002-6481-2134 Tianjin University of Technology, Tianjin, China Sen Yang 0020 https://orcid.org/0000-0003-1064-0055 Tsinghua University, Beijing, China Sen Yang 0021 https://orcid.org/0009-0009-3783-8062 Snap, Los Angeles, CA, USA Sen Yang 0022 https://orcid.org/0000-0003-4114-7159 TRIP.COM, China Sen Yang 0023 https://orcid.org/0000-0002-9953-6926 Tsinghua University, Beijing, China Sen Yang 0024 https://orcid.org/0000-0003-0071-2000 Hunan Normal University, Changsha, China Sen Yang 0025 https://orcid.org/0000-0001-5073-8095 China University of Mining and Technology, Xuzhou, Jiangsu, China Sen Yang 0026 https://orcid.org/0009-0000-1472-5537 Snap, Los Angeles, CA, USA Huawei Zheng Xinqi Jiang Sen Yang 0008 Shouling Ji Yingcai Wu Dazhen Deng StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation. 6519-6539 2026 ACL (1) https://doi.org/10.18653/v1/2026.acl-long.295 https://aclanthology.org/2026.acl-long.295/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ZhengJYJWD26 Yuan Tian Dazhen Deng Sen Yang 0008 Huawei Zheng Bowen Shi Kai Xiong Xinjing Yi Yingcai Wu NoteFlow: Leveraging Charts as Sight Glasses for Consistent and Continuous Data Flow Tracing. 1154:1-1154:17 2026 CHI https://doi.org/10.1145/3772318.3790356 conf/chi/2026 db/conf/chi/chi2026.html#TianDYZSXYW26

Huawei Zheng Xinqi Jiang Sen Yang 0008 Shouling Ji Yingcai Wu Dazhen Deng StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation. 2026 January abs/2601.04740 CoRR https://doi.org/10.48550/arXiv.2601.04740 db/journals/corr/corr2601.html#abs-2601-04740 streams/journals/corr

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Yizheng Chen Rengan Xie Sen Yang 0008 Linchen Dai Hongchun Sun Yuchi Huo Rong Li Single-View 3D Garment Reconstruction Using Neural Volumetric Rendering. 49682-49693 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3380059 db/journals/access/access12.html#ChenXYDSHL24

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Hujun Bao Peng Chen 0021 Tianxiao Chen Wei Chen 0001 Yizheng Chen In-Young Cho Linchen Dai Dazhen Deng Haozhe Feng Yuchen He Chen Hou Chao Hu Danqing Huang Kai Huang Yuchi Huo Shouling Ji Xinqi Jiang Haoxuan Li Rong Li Bowen Shi Hongchun Sun Yuan Tian Yingcai Wu Defeng Xie Rengan Xie Zixuan Xie Kai Xiong Zhaorui Yang 0001 Qi Ye 0001 Xinjing Yi Xuan Yi Zhizhen Yu Yuhui Zhang Huawei Zheng Wenting Zheng Minfeng Zhu 0001